AI accounting is coming into the profession at the worst possible time. Just when businesses need more skilled professionals to help them move to AI-assisted workflows, clean up their data, and validate AI outputs, the number of people in those professions is shrinking fast!

The bookkeeper and accountant shortage isn’t a minor inconvenience. It’s a huge problem that will make AI adoption harder, more expensive, and riskier than it would be under normal circumstances. The factors driving the shortage, combined with what needs to happen to move to AI, are creating a perfect storm that small businesses will feel for several years.

The Demographics Tell a Troubling Story

The average age of a CPA in the United States is 52 to 53 years old. Many accounting firms require retirement at 65 or 66 for equity partners, so most CPAs will leave the profession over the next 10 to 15 years. About 75% of current CPAs are at or near retirement age. The American Institute of CPAs estimates this demographic wave will create approximately 136,400 annual job openings through 2034, and that’s without the influence of AI.

These aren’t random numbers. These are experienced professionals who understand complex accounting situations, know how to spot problems, and can apply judgment in ambiguous cases. These are exactly the skills needed to successfully move to AI in accounting. When they retire, they will take decades of knowledge with them.

The workforce has already shrunk dramatically. Between 2020 and 2022, the accounting and bookkeeping workforce shrank over 17%, when over 300,000 professionals leaving the field.

That’s not gradual attrition.

That’s an exodus.

And it shows no signs of calming down. About 44% of accountants surveyed expect to change jobs in the next year, suggesting continued shrinkage in the profession.

The pipeline of new talent isn’t backfilling the retirements. In 2022, there was a 7.4% decline in accounting bachelor’s and master’s degrees earned. That was the steepest single-year drop in over 30 years. Only 1.4% of college students are choosing accounting as their major, down from 4% just a decade ago. First-time CPA exam candidates dropped 33% from 2016 to 2021. Universities are producing 20% fewer accounting graduates than they did in 2010.

This creates a simple math problem. Demand for accounting services is growing. Supply of accountants is shrinking. The gap gets bigger every year.

Why People Don’t Want to Become Accountants

The shortage isn’t a mystery. People aren’t choosing the accounting profession, or they’re leaving it early, for clear reasons. The work-life balance has always been the worst part of the industry, and it’s gotten worse as firms try to do more with fewer people.

According to surveys, the top three reasons accounting and finance professionals leave their jobs are salary (49%), burnout and heavy workload (49%), and lack of work-life balance (48%). During tax season, it’s not unusual for CPA’s and Bookkeepers to work 60 to 80 hours per week. Nearly half of accountants work more than 13 extra unpaid days per year. Two-thirds work more hours than their contracts require.

A University of Georgia and FloQast survey found that 99% of accountants experience some level of burnout. That’s not a typo. Ninety-nine percent. Of those, 24% report medium to high levels of burnout. When almost everyone in a profession reports feeling burned out, that profession has a problem.

The accounting profession has failed to shake its image of being boring, inflexible, and stressful. Young people see accountants as individuals hunched over spreadsheets, working long nights during tax season. They see social media posts from burned-out professionals warning others to stay away. They compare accounting to careers in technology, finance, or data analytics that offer better pay, more flexibility, and more interesting work. Accounting loses that comparison more often than not.

Accountants rate their career happiness 2.6 out of 5 stars, putting them in the bottom 6% of all careers. It’s hard to attract people to a profession where current professionals are this unhappy.

The CPA Requirement Slows the Pipeline

One of the biggest barriers to entering the accounting profession is the 150-credit-hour requirement for CPA licensure. This rule was adopted nationwide by 2015 and requires students to complete roughly five years of college instead of the standard four-year bachelor’s degree. That extra year adds significant time and financial burden.

Research from The Journal of Accounting Research found that the 150-hour requirement caused a 26% decline in the entry of minorities into the CPA pipeline and a 14% decline for non-minority CPA candidates. The additional 30 credit hours create a barrier to entry with no proven benefit. Studies show no relationship between the extra education and CPA exam pass rates or accountant quality. The requirement deters people from entering the profession without improving the competence of those who do.

The profession is slow to adjust to these problems precisely because of the regulatory structure. Each state sets its own CPA requirements. Changes require legislative action. Getting 50 states to coordinate on anything takes years, if it happens at all. As of late 2025, at least 24 states have passed or proposed alternatives to the 150-hour rule, allowing candidates to qualify with a bachelor’s degree plus additional work experience. But this band-aid creates its own problems. Mobility between states becomes complicated. Students don’t know which path to choose. The uncertainty keeps people from entering the field.

Even as states start loosening requirements, the changes won’t produce immediate results. It will take years for revised rules to increase the number of people entering accounting programs, completing degrees, passing exams, and gaining enough experience to be productive. The pipeline is long. The image problem still exists. Today’s fixes won’t deliver accountants until the late 2020s or early 2030s.

The Move to AI Makes Everything Worse

Here’s the paradox. AI is supposed to reduce the need for human accountants and bookkeepers. But moving to AI requires skilled human accountants and bookkeepers.

Someone needs to clean up the messy data that decades of inconsistent bookkeeping created. Someone needs to configure AI tools to work with specific business workflows. Someone needs to validate AI outputs to catch errors before they cause problems. Someone needs to train staff on how to use AI effectively and when to override it. Someone needs to maintain oversight to meet professional standards and regulatory requirements.

All of this requires people with accounting expertise and technical skills. Those people are in extremely short supply, and it’s getting harder to find an accountant who has both sets of skills or who’s willing to develop them when they have just a few years left until retirement.

The shortage is already driving wages up. EY (Ernst & Young) announced a 10% salary increase for accountants in 2025 as part of a $1 billion investment to address the talent shortage. Starting salaries for financial analysts are climbing faster than most other positions. Over 90% of finance and accounting leaders report difficulty finding qualified professionals. The unemployment rate for accountants and auditors was just 2% in 2025, indicating an extremely tight labor market. That 2% is unemployed because they want to be, not because they have to be.

Business owners who want to become “AI-ready” are looking at higher costs for the human expertise they need to get their business to that point. The promised cost savings from AI is getting eaten up by increased labor costs for implementation and oversight. Small businesses, who don’t have the same budget as large businesses, get hit the hardest. They struggle to find a bookkeeper at all, let alone one who’s qualified, has the knowledge, and has the time to help with an AI transition.

Another component of this transition is how CPAs are developed within firms. As an example, Arizona requires a CPA candidate to work 2,500 hours under a licensed CPA before they sit for the exam. A significant portion of those hours are spent researching statutes for real-world client problems. But now, the senior CPA can get their question answered by prompting an AI for 20 minutes instead of tasking a CPA candidate with 5 hours of research. This twist further complicates filling the pipeline with future CPAs. At a minimum, this reduces the number of CPA candidates that a firm needs on its internal talent bench by 50%. So who’s going to train the next generation of talent?

In spite of these issues, firms are still competing in the same small pool of talent. Everyone wants accountants who understand both traditional accounting and new technology. Those unicorns can name their price and choose their employer. Smaller firms and small business clients end up with whoever is left, often less experienced professionals who themselves need training and supervision.

What This Means for the Move to AI in Accounting

The shortage doesn’t just slow the move to AI. It changes how it happens and how well it succeeds.

AI Projects that need skilled oversight get delayed because the people who should be managing them are already stretched thin with existing work. Implementations that should take months drag on for years. Quality suffers because the professionals managing the transition don’t have time to do it properly while also handling their regular responsibilities.

Business owners who thought they could reduce headcount with AI discover they still need human accountants, just in different roles. Instead of doing data entry, those humans are validating AI outputs, fixing AI mistakes, and applying judgment where the AI can’t. The net cost might not decrease much, if at all.

The shortage also affects who gets access to AI help. Large companies with big budgets can hire the scarce talent they need. Small businesses can’t compete on salary or benefits. They end up waiting longer, paying more, or trying to implement AI themselves without adequate expertise. That’s a recipe for failed implementations and costly mistakes.

Looking ahead, the shortage will get worse before it gets better. The wave of retirements is just beginning. The pipeline won’t refill quickly even with reforms. The demand for professionals who can bridge traditional accounting and AI technology will only grow.

For small businesses, this means you can’t count on abundant, affordable accounting help being available when you need it to move to AI accounting. The professionals you need are scarce and expensive. That scarcity will affect your timeline, your costs, and your chances of success more than any technical limitation of the AI itself.